Nearly Horizon-Free Offline Reinforcement Learning

Tongzheng Ren, Jialian Li, Bo Dai, Simon S. Du, Sujay Sanghavi. Nearly Horizon-Free Offline Reinforcement Learning. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 15621-15634, 2021. [doi]

Abstract

Abstract is missing.